Data-Driven Combinatorial Optimization with Incomplete Information: a Distributionally Robust Optimization Approach.
Sergey S. KetkovAndrei S. ShilovOleg A. ProkopyevPublished in: CoRR (2021)
Keyphrases
- robust optimization
- incomplete information
- combinatorial optimization
- data driven
- mathematical programming
- traveling salesman problem
- stochastic programming
- combinatorial optimization problems
- simulated annealing
- metaheuristic
- missing information
- partial information
- optimization problems
- autonomous agents
- vehicle routing problem
- first order logic
- knowledge base
- artificial intelligence
- decision theory
- semidefinite programming
- genetic algorithm
- special case
- random variables
- machine learning